NC Bench
Overview
About
Tests
Models
Language Writing
Can the model generate text in different languages?
Character dialogue (German) in a story
0-shot
Language
Model
Run 1
Run 2
Run 3
Run 4
Run 5
Total
Claude 2.0
100%
100%
100%
100%
100%
100%
Gemini 3 Flash (Preview)
100%
100%
100%
100%
92%
98%
Z.AI GLM 4.7
100%
100%
95%
94%
94%
97%
MoonshotAI: Kimi K2.5
100%
100%
100%
94%
87%
96%
Claude 3.0 Sonnet
100%
100%
100%
89%
88%
95%
Hermes 3 405B
100%
100%
100%
89%
82%
94%
Gemini 2.5 Flash
100%
100%
92%
89%
88%
94%
GPT-4o, Aug. 6th (temp=0)
100%
100%
90%
89%
89%
94%
Claude Opus 4.6
100%
95%
95%
94%
81%
93%
GPT-4o, May 13th (temp=0)
100%
93%
93%
91%
89%
93%
o4 Mini
100%
100%
93%
90%
82%
93%
GPT-4.1
100%
100%
92%
85%
83%
92%
GPT-4o Mini (temp=1)
100%
94%
92%
92%
80%
92%
Z.AI GLM 4.5
94%
92%
92%
90%
88%
91%
Inflection 3 (Productivity)
100%
92%
91%
90%
82%
91%
GPT-4 Turbo
100%
100%
92%
86%
77%
91%
Gemini 2.5 Flash Lite
100%
100%
100%
78%
75%
91%
GPT-4o Mini (temp=0)
94%
93%
92%
86%
86%
90%
Phi-3 Mini 128k
100%
100%
100%
80%
69%
90%
o4 Mini High
100%
90%
89%
86%
81%
89%
Claude Opus 4
100%
93%
90%
90%
67%
88%
Mistral Medium
100%
92%
92%
82%
73%
88%
GPT-4.1 Mini
100%
100%
82%
80%
78%
88%
Llama 3 70B
100%
90%
88%
82%
80%
88%
Claude 3.5 Sonnet
94%
90%
88%
87%
80%
88%
Claude 3.5 Sonnet (new)
92%
92%
90%
82%
82%
87%
AI21 Jamba 1.5 Large
100%
91%
88%
77%
72%
85%
Llama 3.2 11B (Vision)
91%
91%
88%
82%
75%
85%
Claude Opus 4.5
92%
88%
84%
81%
79%
85%
DeepSeek-V2 Chat
100%
82%
80%
80%
80%
84%
GPT-4o, Aug. 6th (temp=1)
90%
88%
83%
80%
80%
84%
Mistral Large
89%
89%
88%
88%
67%
84%
Llama 3.1 405B
100%
86%
85%
75%
73%
84%
Claude 3.7 Sonnet
93%
87%
84%
79%
75%
84%
Inflection 3 (PI)
100%
91%
91%
90%
40%
82%
Claude Sonnet 4
100%
86%
85%
77%
64%
82%
Z.AI GLM 4.7 Flash
100%
100%
75%
75%
62%
82%
Goliath 120B
100%
88%
86%
82%
55%
82%
Gemma 2 9B
85%
82%
81%
80%
80%
82%
GPT-4.1 Nano
100%
100%
91%
67%
50%
82%
GPT-4o, May 13th (temp=1)
100%
86%
82%
73%
64%
81%
Claude Sonnet 4.5
91%
85%
82%
75%
68%
80%
Claude 2.1
100%
100%
100%
100%
0%
80%
Llama 3.2 1B
100%
100%
90%
75%
33%
80%
Gemini 2.5 Pro
86%
80%
80%
77%
75%
80%
Qwen 2 72B
100%
90%
90%
83%
33%
79%
Llama 3.2 3B
100%
88%
78%
75%
56%
79%
MythoMist 7B
100%
100%
100%
57%
38%
79%
Phi-3.5 Mini 128k
100%
100%
80%
75%
38%
78%
Hermes 2 Theta 8B
94%
89%
88%
70%
50%
78%
Gemini 3 Pro (Preview)
100%
100%
95%
93%
0%
78%
Magnum 72B
100%
94%
90%
50%
50%
77%
lzlv 70B
100%
89%
81%
67%
47%
77%
Llama 3.2 90B (Vision)
86%
85%
77%
73%
62%
76%
Llama 3.1 70B
100%
80%
71%
67%
56%
75%
Claude Haiku 4.5
85%
82%
77%
65%
64%
75%
Magnum v2 72B
91%
88%
86%
75%
33%
74%
Gemini Pro 1.5
100%
92%
88%
83%
0%
73%
MythoMax 13B
90%
90%
60%
56%
50%
69%
AI21 Jamba
95%
75%
75%
50%
50%
69%
Gemma 2 27B
94%
92%
85%
40%
33%
69%
Llama 3 TenyxChat-DaybreakStorywriter 70B
89%
82%
63%
57%
54%
69%
Hermes 3 70B
100%
100%
91%
50%
0%
68%
Z.AI GLM 4.6
100%
89%
73%
71%
0%
67%
Cohere Command R+ (Aug. 2024)
86%
75%
62%
60%
50%
66%
Llama 3.1 Euryale 70B v2.2
94%
78%
73%
73%
0%
64%
Claude 3 Haiku
100%
73%
50%
50%
43%
63%
Claude 3.5 Haiku
88%
75%
60%
50%
36%
62%
Liquid: LFM 40B MoE
81%
80%
80%
67%
0%
62%
Fimbulvetr 11B v2
85%
82%
73%
67%
0%
61%
Rocinante 12B
100%
100%
70%
33%
0%
61%
Llama 3.1 8B
92%
80%
75%
55%
0%
60%
Sao10K L3.1 70B Hanami x1
79%
71%
67%
44%
36%
59%
Cohere Command R+ (Apr. 2024)
71%
57%
57%
57%
55%
59%
Qwen 2 7B
85%
85%
64%
55%
0%
58%
MN GRAND Gutenberg Lyra4 12B Madness
90%
70%
67%
50%
0%
55%
Phi-3 Medium 128k
100%
75%
58%
43%
0%
55%
Mistral Large 2
100%
94%
77%
0%
0%
54%
Lumimaid v0.2 8B
83%
75%
70%
40%
0%
54%
Ministral 8B
100%
92%
62%
0%
0%
51%
Llama 3.1 Nemotron 70B
100%
86%
67%
0%
0%
50%
Toppy M 7B
91%
55%
55%
46%
0%
49%
Llama 3 Euryale 70B v2.1
100%
80%
56%
0%
0%
47%
Ministral 3B
69%
59%
56%
42%
0%
45%
Mistral NeMO
100%
91%
33%
0%
0%
45%
AI21 Jamba 1.5 Mini
82%
60%
50%
29%
0%
44%
WizardLM 2 8x22b
100%
63%
56%
0%
0%
44%
Writer: Palmyra X5
100%
89%
0%
0%
0%
38%
Mistral Nemo 12B Celeste
50%
44%
44%
42%
0%
36%
Qwen 2.5 72B
100%
79%
0%
0%
0%
36%
Mistral Small Creative
75%
50%
50%
0%
0%
35%
EVA Qwen 2.5 14B
75%
50%
0%
0%
0%
25%
Gemini Flash 1.5
93%
0%
0%
0%
0%
19%
73.38%